AI Powered Application Development on Google Cloud (AIPADGC) – Outline

Detailed Course Outline

Module 1 - The Vibe Coding Revolution

Topics:

  • The Vibe Shift
  • The "Director" Mindset
  • The Ecosystem Map

Objectives:

  • Contrast traditional coding with the Vibe Coding workflow.
  • Identify new skills required for prompting, reviewing, and iterating.
  • Position Code Assist and CLI within the Vibe workflow.

Activities:

  • 1 poll

Module 2 - The Micro Workflow | Building with Code Assist

Topics:

  • Smart Completion & Generation
  • The Chat Interface
  • Test Generation

Objectives:

  • Construct natural language prompts that generate functional code.
  • Execute "Explain" and "Refine" commands for code understanding.
  • Generate unit tests using single-shot prompts.

Activities:

  • 1 demo, 1 poll

Module 3 - The Macro Workflow | The CLI and Agents

Topics:

  • Natural Language System Control
  • The "Vibe" Loop in Action
  • Scaffolding & Architecture
  • The Strategic Agents (Preview)
  • Troubleshooting the "Vibe"

Objectives:

  • Translate intent into executable shell commands.
  • Execute project-wide transformations using the CLI agent.
  • Rapidly prototype project structures using agentic prompts.
  • Contrast tactical execution with strategic agent workflows.
  • Analyze and fix system-level errors spanning multiple files.

Activities:

  • 2 discussions, 3 demos

Module 4 - Security and Governance

Topics:

  • The Human Guardrails
  • Security and IP Risks
  • Validation Protocols

Objectives:

  • Critique AI outputs for hallucinations and logic gaps.
  • Identify security risks in rapid AI development.
  • Apply strict review protocols before committing code.

Activities:

  • 1 discussion

Module 5 - AI Powered Application Development on Google Cloud: Quiz/Reflection

Topics:

  • Review of Core Concepts

Objectives:

  • Evaluate understanding of core course concepts through scenario-based questions.

Activities:

  • 5 scenario-based multiple choice questions